A Clustering-Guided Integer Brain Storm Optimizer for Feature Selection in High-Dimensional Data

Table 3

AC values obtained by IBSO-C and CBSO.

Datasets	AC		FN		Running time
	CBSO	IBSO-C	CBSO	IBSO-C	CBSO	IBSO-C
GFE01	93.02/0.2198	92.46/1.1901	151.50/3.7621	14.0/0.089	113.89/8.9052	21.4809/3.4756
Yale_64	75.75/0.6004	77.21/0.8129	485.37/8.5049	31.80/0.8367	126.21/5.8376	10.5773/0.5614
Colon	84.94/0.9300	91.53/1.2390	1002.30/8.08	35.87/1.885	95.80/5.8913	0.5667/0.0361
SRBCT	92.77/0.6820	95.78/1.5770	1145.39/14.15	44.15/1.8077	79.55/4.8800	1.1468/0.2899
WrapAR10P	67.43/0.4405	83.37/3.0751	1175.67/6.658	48.625/0.51755	116.07/8.5365	3.9642/0.4815
leukemia_small	98.61/0.5223	100.00/0	1798.56/12.50	59.00/1.069	97.84/7.0991	1.8600/0.3079
DBWorld	93.75/0.8412	94.92/1.3850	2355.86/25.80	49.00/3.0237	102.13/9.8508	1.4812/0.2692
CNS	73.88/1.9208	86.04/4.1702	3577.76/43.69	84.25/0.88641	138.78/13.3634	1.5936/0.0139